Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding.
Yangjun RuanKaren UllrichDaniel SeveroJames TownsendAshish KhistiArnaud DoucetAlireza MakhzaniChris J. MaddisonPublished in: CoRR (2021)
Keyphrases
- monte carlo
- lossless compression
- compression rate
- index table
- inter frame
- lossy compression
- compression ratio
- high compression
- image compression
- monte carlo simulation
- coding method
- data embedding
- markov chain
- coding scheme
- monte carlo tree search
- video compression
- particle filter
- compressed images
- multiresolution
- compression algorithm
- visual quality
- storage requirements
- video sequences
- quadtree
- locally adaptive
- image quality
- low bit rate
- sampling rate
- motion estimation
- bitstream
- motion compensation